Multi-Array 5G V2V Relative Positioning: Performance Bounds

We study the performance bounds of vehicle-to-vehicle (V2V) relative positioning for vehicles with multiple antenna arrays. The Cramér-Rao bound for the estimtion of the relative position and the orientation of the Tx vehicle is derived, when angle of arrival (AOA) measurements with or without time-difference of arrival (TDOA) measurements are used. In addition, geometrically intuitive expressions for the corresponding Fisher information are provided. The derived bounds are numerically evaluated for different carrier frequencies, bandwidths and array configurations under different V2V scenarios, i.e. overtaking and platooning. The significance of the AOA and TDOA measurements for position estimation is investigated. The achievable positioning accuracy is then compared with the present requirements of the 3rd Generation Partnership Project (3GPP) 5G New Radio (NR) vehicle-to-everything (V2X) standardization.

[1]  Moe Z. Win,et al.  High-Accuracy Localization for Assisted Living: 5G systems will turn multipath channels from foe to friend , 2016, IEEE Signal Processing Magazine.

[2]  Mikko Valkama,et al.  High-Efficiency Device Localization in 5G Ultra-Dense Networks: Prospects and Enabling Technologies , 2015, 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall).

[3]  Xiangyun Zhou,et al.  Error Bounds for Uplink and Downlink 3D Localization in 5G mmWave Systems , 2017, ArXiv.

[4]  Moe Z. Win,et al.  Fundamental Limits of Wideband Localization Accuracy via Fisher Information , 2007, 2007 IEEE Wireless Communications and Networking Conference.

[5]  Kaibin Huang,et al.  Sensing Hidden Vehicles by Exploiting Multi-Path V2V Transmission , 2018, 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall).

[6]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[7]  Gerhard Bauch,et al.  Harnessing NLOS Components for Position and Orientation Estimation in 5G Millimeter Wave MIMO , 2019, IEEE Transactions on Wireless Communications.

[8]  Huadong Meng,et al.  Performance Limits and Geometric Properties of Array Localization , 2014, IEEE Transactions on Information Theory.

[9]  Henk Wymeersch,et al.  Position and Orientation Estimation Through Millimeter-Wave MIMO in 5G Systems , 2017, IEEE Transactions on Wireless Communications.

[10]  Fredrik Tufvesson,et al.  5G mmWave Positioning for Vehicular Networks , 2017, IEEE Wireless Communications.

[11]  Paul Meissner,et al.  High-accuracy positioning for indoor applications: RFID, UWB, 5G, and beyond , 2016, 2016 IEEE International Conference on RFID (RFID).

[12]  Gerhard Bauch,et al.  Harnessing NLOS Components for Position and Orientation Estimation in 5G mmWave MIMO , 2017 .

[13]  Davide Dardari,et al.  Single-Anchor Localization and Orientation Performance Limits Using Massive Arrays: MIMO vs. Beamforming , 2017, IEEE Transactions on Wireless Communications.

[14]  Marco de Angelis,et al.  High-Accuracy Tracking Using Ultrawideband Signals for Enhanced Safety of Cyclists , 2017, Mob. Inf. Syst..

[15]  Henk Wymeersch,et al.  5G Position and Orientation Estimation through Millimeter Wave MIMO , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).